Add stop parameter to completions route
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@ -1121,6 +1121,15 @@
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"description": "An alternative to sampling with temperature, called nucleus sampling, where the model considers the results of the\ntokens with top_p probability mass. So 0.1 means only the tokens comprising the top 10% probability mass are considered.",
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"example": 0.95,
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"nullable": true
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},
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"stop": {
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"type": "array",
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"items": {
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"type": "string"
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},
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"description": "Up to 4 sequences where the API will stop generating further tokens.",
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"example": "null",
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"nullable": true
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}
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}
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},
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@ -401,6 +401,11 @@ pub struct CompletionRequest {
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#[serde(default)]
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#[schema(example = "1.0")]
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pub frequency_penalty: Option<f32>,
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/// Up to 4 sequences where the API will stop generating further tokens.
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#[serde(default)]
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#[schema(nullable = true, example = "null")]
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pub stop: Option<Vec<String>>,
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}
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#[derive(Clone, Deserialize, Serialize, ToSchema, Default)]
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@ -597,9 +597,22 @@ async fn completions(
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let span = tracing::Span::current();
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metrics::increment_counter!("tgi_request_count");
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let stream = req.stream;
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let max_new_tokens = req.max_tokens.or(Some(100));
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let seed = req.seed;
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let CompletionRequest {
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max_tokens,
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seed,
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stop,
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stream,
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temperature,
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..
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} = req;
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let max_new_tokens = max_tokens.or(Some(100));
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let stop = stop.unwrap_or_default();
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// enable greedy only when temperature is 0
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let (do_sample, temperature) = match temperature {
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Some(temperature) if temperature == 0.0 => (false, None),
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other => (true, other),
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};
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// if suffix is present throw an error
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if req.suffix.is_some() {
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@ -635,16 +648,16 @@ async fn completions(
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inputs: prompt.to_string(),
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parameters: GenerateParameters {
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best_of: None,
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temperature: req.temperature,
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temperature: temperature,
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repetition_penalty: req.repetition_penalty,
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frequency_penalty: req.frequency_penalty,
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top_k: None,
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top_p: req.top_p,
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typical_p: None,
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do_sample: true,
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do_sample,
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max_new_tokens,
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return_full_text: None,
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stop: Vec::new(),
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stop: stop.clone(),
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truncate: None,
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watermark: false,
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details: true,
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